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AI IT support agents · November 2026 Edition

Zendesk AI Agents vs Jira Service Management

One of fourteen models named Zendesk AI Agents first on the direct prompt; one named Jira Service Management. Zendesk AI Agents was named by eleven of the fourteen models and Jira Service Management by nine and Zendesk AI Agents carries 31 labels and Jira Service Management 20, so the shares are not directly comparable.

Zendesk AI Agents

accepted challenger

Named in one category this edition.

Jira Service Management

accepted challenger

Named in six categories this edition.

First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 10; printed, not drawn.
Labels3120A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zendesk AI Agents reading right to left. Rank and label count are printed, not drawn.Freshservice vs Zendesk AI Agents · Freshservice vs Jira Service Management · Freshdesk vs Zendesk AI Agents

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the AI IT support agents page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Zendesk AI AgentsFirst choices, of fourteen modelsJira Service Management
Direct11
Paraphrase20
Comparative001 against Zendesk AI Agents
Budget-constrained011 against Zendesk AI Agents
Scale-constrained00
Negative002 against Zendesk AI Agents
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Zendesk AI Agents and Jira Service Management stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
Zendesk AI Agents Jira Service Management first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zendesk AI Agents on the left and Jira Service Management on the right.

The direct prompt

The plain question, one answer per model, grouped by where Zendesk AI Agents and Jira Service Management stood in it.

Zendesk AI Agents first, Jira Service Management not the choice

1 of 14 modelsJira Service Management was named in the answer but not as the choice, or not at all.
Mistral SmallFreshservice with Freddy AI, Zendesk AI Agents alternatives: ClearFeed AI Agent, Workativ

Jira Service Management first, Zendesk AI Agents not the choice

1 of 14 modelsZendesk AI Agents was named in the answer but not as the choice, or not at all.
GPT-5.4 miniJira Service Management alternatives: ServiceNow AI specialists / Autonomous Workforce, Zendesk Employee Service AI

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashFreshservice alternatives: Atomicwork, Helply, Jira Service Management, Pylon, Risotto
Perplexity SonarFreshservice with Freddy AI alternatives: Atomicwork, SysAid, Zendesk AI Agents
DeepSeek V4 FlashFreshservice alternatives: Console, SysAid, Workativ, Zendesk AI Agents
Qwen 3.7 FlashFreshservice alternatives: Jira Service Management, Moveworks, Siit
Muse Glimmer 30BFreshservice with Freddy AI alternatives: Jira Service Management, Moveworks, ServiceNow Now Assist, Siit

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Freshservice Freddy AI alternatives: Atomicwork, Console, Jira Service Management with Rovo
Grok 4.20Workativ alternatives: Freshservice, Moveworks, Siit
Llama 4 Maverickno first choice
Kimi K2Freshservice alternatives: Atera, Atomicwork
GLM 4.7 FlashXFreshservice alternatives: Intercom Fin, SysAid, Workativ
MiniMax M2.5IrisAgent, Pluno AI alternatives: Fini, Jitbit Helpdesk
GPT-6 LunaFreshservice with Freddy AI alternatives: Atlassian Rovo, Moveworks, Now Assist and its ITSM agents

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Jira Service Management leads by two points.
Jira Service Management4%#5 of 14
Zendesk AI Agents2%#12 of 14
The full small business standing →
Mid-marketThe figures above
The order flips: Zendesk AI Agents leads at mid-market.
Zendesk AI Agents6%#4 of 10
Jira Service Management4%#5 of 10
The full mid-market standing →
Enterprise
Zendesk AI Agents leads by two points.
Zendesk AI Agents2%#4 of 6
Jira Service Management0%#– of 6
The full enterprise standing →

What the models said about Zendesk AI Agents

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“still have a notable negative label share (14%) and are flagged by several AI models as problematic for IT support tasks” Mistral Small · negative prompt · soft negative
“Unlike competitors (such as NinjaOne, ConnectWise, or Zendesk) that charge per endpoint or per ticket” Gemini 3.5 Flash · budget prompt · soft negative
“tools like ServiceNow AI, Freshservice AI, or Zendesk AI when configured for full actions” Grok 4.20 · negative prompt · soft negative
“I would recommend Zendesk AI Agents or Freshdesk AI Agent as the top choices” Mistral Small · paraphrase prompt · first choice
“Freshservice with Freddy AI and Zendesk AI Agents are the top choices” Mistral Small · direct prompt · first choice
“Zendesk AI Agents — *Best Overall Choice*” MiniMax M2.5 · paraphrase prompt · first choice

What the models said about Jira Service Management

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“Jira Service Management Premium at $51.42/agent/mo is the most cited internal IT pick with clear pricing and built-in ITSM.” Muse Glimmer 30B · budget prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.